A horse has a brain about the size of a golf ball or smaller. It depends on the breed. They are dumb as they come, that's why you don't trust them. They eat, crap and piss that's about it.
Anyone facing a horse for the first time will be scared, I can guarantee it. They are huge animals who if they really wanted to, could easily kill you.